melancholy - Story 88666 | Emotion Vectors in Gemma4-31B

“This is ridiculous,” Claire muttered, pacing the small space. Her voice echoed in the metal box, but even the sound couldn't fill the hollow void inside her. The frustration did little to alleviate it. She watched her coworker, Ben, who was sitting on the floor, seemingly calm. It was the calm that filled her with unease.

She thought of the birthday party she'd been supposed to attend last week. She had canceled at the last minute. Every day felt like a postponement, a delay of the life she was supposed to be living. The elevator ride felt like a reflection of that. She slumped against the wall, her energy depleted, the very air seeming to press down on her.

Emotion: melancholy

Cluster: Sadness / Despair

PC1 (Valence): -1.78 Negative

PC2 (Disposition): -1.58

Role in Research

This story is one of 1,000 stories generated for the emotion melancholy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 melancholy stories, after denoising with neutral dialogue baselines, produces the melancholy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the melancholy vector is projected through the unembedding matrix.

Promoted:

`S`	0.445
`😞`	0.376
`😔`	0.337
`いつも`	0.327
`sadness`	0.312

Suppressed:

`de`	-0.739
`la`	-0.548
`l`	-0.497
`/`	-0.314
`!`	-0.290